Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation 21st Smoky Mountains Computational Sciences and Engineering, SMC 2021, Virtual Event, October 18-20, 2021, Revised Selected Papers /
Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation 21st Smoky Mountains Computational Sciences and Engineering, SMC 2021, Virtual Event, October 18-20, 2021, Revised Selected Papers / [electronic resource] :
edited by Jeffrey Nichols, Arthur ‘Barney’ Maccabe, James Nutaro, Swaroop Pophale, Pravallika Devineni, Theresa Ahearn, Becky Verastegui.
- 1st ed. 2022.
- XV, 467 p. 171 illus., 160 illus. in color. online resource.
- Communications in Computer and Information Science, 1512 1865-0937 ; .
- Communications in Computer and Information Science, 1512 .
Computational Applications: Converged HPC and Artificial Intelligence -- Advanced Computing Applications: Use Cases that Combine Multiple Aspects of Data and Modeling -- Advanced Computing Systems and Software: Connecting Instruments from Edge to Supercomputers -- Deploying Advanced Computing Platforms: On the Road to a Converged Ecosystem -- Scientific Data Challenges.
This book constitutes the revised selected papers of the 21st Smoky Mountains Computational Sciences and Engineering Conference, SMC 2021, held in Oak Ridge, TN, USA*, in October 2021. The 33 full papers and 3 short papers presented were carefully reviewed and selected from a total of 88 submissions. The papers are organized in topical sections of computational applications: converged HPC and artificial intelligence; advanced computing applications: use cases that combine multiple aspects of data and modeling; advanced computing systems and software: connecting instruments from edge to supercomputers; deploying advanced computing platforms: on the road to a converged ecosystem; scientific data challenges. *The conference was held virtually due to the COVID-19 pandemic.
9783030964986
10.1007/978-3-030-96498-6 doi
Computer systems.
Computers, Special purpose.
Computer networks .
Artificial intelligence.
Computer engineering.
Social sciences--Data processing.
Computer System Implementation.
Special Purpose and Application-Based Systems.
Computer Communication Networks.
Artificial Intelligence.
Computer Engineering and Networks.
Computer Application in Social and Behavioral Sciences.
QA76.9.S88
004.2
Computational Applications: Converged HPC and Artificial Intelligence -- Advanced Computing Applications: Use Cases that Combine Multiple Aspects of Data and Modeling -- Advanced Computing Systems and Software: Connecting Instruments from Edge to Supercomputers -- Deploying Advanced Computing Platforms: On the Road to a Converged Ecosystem -- Scientific Data Challenges.
This book constitutes the revised selected papers of the 21st Smoky Mountains Computational Sciences and Engineering Conference, SMC 2021, held in Oak Ridge, TN, USA*, in October 2021. The 33 full papers and 3 short papers presented were carefully reviewed and selected from a total of 88 submissions. The papers are organized in topical sections of computational applications: converged HPC and artificial intelligence; advanced computing applications: use cases that combine multiple aspects of data and modeling; advanced computing systems and software: connecting instruments from edge to supercomputers; deploying advanced computing platforms: on the road to a converged ecosystem; scientific data challenges. *The conference was held virtually due to the COVID-19 pandemic.
9783030964986
10.1007/978-3-030-96498-6 doi
Computer systems.
Computers, Special purpose.
Computer networks .
Artificial intelligence.
Computer engineering.
Social sciences--Data processing.
Computer System Implementation.
Special Purpose and Application-Based Systems.
Computer Communication Networks.
Artificial Intelligence.
Computer Engineering and Networks.
Computer Application in Social and Behavioral Sciences.
QA76.9.S88
004.2